{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# matplotlib实例"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 默认情况"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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zuPFGmDUL3nwzdJr0p6JAZBf89a+wciU8+KA6IIqkmg4doFkzjRbEg4oCkZ1Y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\nEZGI/wc+bZLhzfFzJAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x20acc1bfe10>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = range(2,26,2)\n",
    "y = [15,13,14.5,17,20,25,26,26,27,22,18,15]\n",
    "# 绘图\n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 设置图片大小"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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3357ceWftNAC8EUUIAACMkqZpx1UnTkyuvrp2GgBgKM49N/ngB5MLL0y2baud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\nWQ5CJEmSJEmSJEnSzPoMN4yJNJ5Jdw0AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x20acc4da4e0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = range(2,26,2)\n",
    "y = [15,13,14.5,17,20,25,26,26,27,22,18,15]\n",
    "# 设置图片大小\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "# 绘图\n",
    "plt.plot(x,y)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 设置X轴刻度"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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AAIBRtmxZcv/97TFV48bVTgMADNYNN7SPc+fWzQGAkgMAAEbVY4+1R1TNmpUc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\nSZIkSZI0lJzkkCRJkiRJkiRJQ+l/lyyQcAHHVQAAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x20acc5ddb70>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = range(2,26,2)\n",
    "y = [15,13,14.5,17,20,25,26,26,27,22,18,15]\n",
    "# 设置图片大小\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "# 绘图\n",
    "plt.plot(x,y)\n",
    "# 设置X轴刻度\n",
    "plt.xticks(x)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 设置X轴刻度(调整)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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pQQcll1xSOw0AMBgnn5xMn57MnZts2VI7DQBKDgAA6LBly5L772+PqRo3rnYa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\njULJAQBNbvv25Mwzk5kzq8fy5clb31p3KgAAAOh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      "text/plain": [
       "<matplotlib.figure.Figure at 0x20acc499438>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = range(2,26,2)\n",
    "y = [15,13,14.5,17,20,25,26,26,27,22,18,15]\n",
    "# 设置图片大小\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "# 绘图\n",
    "plt.plot(x,y)\n",
    "_xtick_labels = [i/2 for i in range(4,49)]\n",
    "# 设置X轴刻度\n",
    "# plt.xticks(_xtick_labels)\n",
    "# 当刻度太密集时使用列表的步长（间隔取值）来解决，matplotlib会自动帮我们对应 \n",
    "plt.xticks(_xtick_labels[::3]) # 取步长\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 设置y轴"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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AuPfeptMA8EKUHAAA0CEWLKjv3li+vOkkAEBSHyH5trfVn3/zm6bTALAnSg4A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\nFGbPhtNOyzqV8k2MaWj9jBmpHOvTByZPTvNdLMYkSZIkSZJUCpqamqi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      "text/plain": [
       "<matplotlib.figure.Figure at 0x20acdcba6d8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = range(2,26,2)\n",
    "y = [15,13,14.5,17,20,25,26,26,27,22,18,15]\n",
    "# 设置图片大小\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "# 绘图\n",
    "plt.plot(x,y)\n",
    "_xtick_labels = [i/2 for i in range(4,49)]\n",
    "# 设置X轴刻度\n",
    "# plt.xticks(_xtick_labels)\n",
    "# 当刻度太密集时使用列表的步长（间隔取值）来解决，matplotlib会自动帮我们对应 \n",
    "plt.xticks(_xtick_labels[::3]) # 取步长\n",
    "plt.yticks(range(min(y),max(y)+1))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "kernelspec": {
   "display_name": "Python [default]",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.2"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": true
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
